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首页> 外文期刊>Mathematical Biosciences: An International Journal >Multiobjective Genetic Algorithm applied to dengue control
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Multiobjective Genetic Algorithm applied to dengue control

机译:多目标遗传算法在登革热控制中的应用

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摘要

Dengue fever is an infectious disease caused by a virus of the Flaviridae family and transmitted to the person by a mosquito of the genus Aedes aegypti. This disease has been a global public health problem because a single mosquito can infect up to 300 people and between 50 and 100 million people are infected annually on all continents. Thus, dengue fever is currently a subject of research, whether in the search for vaccines and treatments for the disease or efficient and economical forms of mosquito control. The current study aims to study techniques of multiobjective optimization to assist in solving problems involving the control of the mosquito that transmits dengue fever. The population dynamics of the mosquito is studied in order to understand the epidemic phenomenon and suggest strategies of multiobjective programming for mosquito control. A Multiobjective Genetic Algorithm (MGA_DENGUE) is proposed to solve the optimization model treated here and we discuss the computational results obtained from the application of this technique. (C) 2014 Elsevier Inc. All rights reserved.
机译:登革热是一种由黄病毒科病毒引起的传染病,由埃及伊蚊属蚊子传播给人。这种疾病一直是全球性的公共卫生问题,因为单个蚊子可以感染多达300人,并且在各大洲每年感染50至1亿人。因此,登革热目前是研究的主题,无论是寻找该疾病的疫苗和治疗方法,还是有效且经济的灭蚊形式。当前的研究旨在研究多目标优化技术,以帮助解决涉及控制传播登革热的蚊子的问题。为了了解这种流行病现象并提出用于蚊虫控制的多目标程序设计策略,研究了蚊虫的种群动态。提出了一种多目标遗传算法(MGA_DENGUE)来解决这里处理的优化模型,并讨论了从该技术的应用中获得的计算结果。 (C)2014 Elsevier Inc.保留所有权利。

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